Random Forest Nowcast and Forecast
Boosted Trees Nowcast and Forecast
Maxnet Trees Nowcast and Forecast
GAM Nowcast and Forecast
GLM Nowcast and Forecast
| model_type | roc_auc | tss_max | percent_deviance_explained |
|---|---|---|---|
| rf | 0.9804574 | 0.8570571 | 0.6251617 |
| bt | 0.9619774 | 0.8323862 | 0.6111609 |
| maxnet | 0.9329175 | 0.7465927 | NA |
| gam | 0.9504736 | 0.7893278 | 0.4978157 |
| glm | 0.9357357 | 0.7821668 | 0.4249081 |